Generate a tailored resume and cover letter from a job link

Paste a LinkedIn job link and get a customized resume, cover letter, and interview questions back.

How the work actually flows

It branches. Every path runs; all paths must finish before it continues.

Pattern: Parallel Split (2) ยท Synchronisation (3)

flowchart TD trig(("job posting link submitted")):::human s0["read job posting details"]:::task s1[("save documents to drive folder")]:::store trig --> s0 gx{"+ which document to generate"}:::gate s0 --> gx p00["generate cover letter"]:::task gx -->|"Cover letter"| p00 p01["save as doc"]:::task p00 --> p01 p10["generate resume"]:::task gx -->|"Resume"| p10 p11["save as doc"]:::task p10 --> p11 p20["generate questions"]:::task gx -->|"Interview questions"| p20 p21["save as doc"]:::task p20 --> p21 jn{"+ all documents saved"}:::gate p01 --> jn p11 --> jn p21 --> jn jn --> s1 out[/"tailored application documents ready"/]:::out pay{{"apply to more jobs faster"}}:::pay s1 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepA personA record or sheetEvery pathWaits for allResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsKnowledge Base & RAGSpreadsheet & Database Ops
Connects
Google DocsGoogle DriveGoogle SheetsOpenAI

The problem it solves

You spend hours rewriting your resume and cover letter for every job application, trying to match the exact wording of the posting. Coming up with likely interview questions on top of that takes even more time. It's hard to apply to enough roles when every application takes this much prep.

Who it fits

Job seekers applying to multiple roles who want each application tailored without redoing the work by hand.

How it works

  1. You provide a LinkedIn job posting link
  2. The system reads the job details from the posting
  3. AI agents generate a tailored cover letter, an optimized resume, and interview prep questions
  4. Each document is created as a Google Doc
  5. The finished set is saved to your Google Drive folder
What you get

Applications tailored before the posting closes

Paste a job link and get a tailored resume, cover letter, and interview prep questions ready to use.

What you get

A tailored resume, cover letter, and interview question list, saved as Google Docs.

What you need

A Google Workspace account and an OpenAI API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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